96%

Final-answer pass

Evidence Sufficiency

Claim-level evidence coverage.

Persisted model evaluation
100%

Final-answer pass

Contradiction

Structured and unstructured conflict check.

Persisted model evaluation
98%

Final-answer pass

Provenance / Grounding

Claim-to-source grounding coverage.

Persisted model evaluation
Consensus gateNo failures · evidence ≥80% · grounding ≥90% · material contradictions = 0
Illustrative synthetic data · no PHIDecision-support demonstration. Not clinical advice.